use anyhow::Result; use rayon::prelude::*; use std::{fs::File, slice}; use polars::{ datatypes::BinaryChunked, export::arrow::array::BinaryArray, prelude::{ParquetReader, SerReader}, }; pub use crate::bytes::*; mod bytes; pub const INDEX_NULL: u32 = !0; pub const DONE: &str = "\u{2714}"; /// A terrific hash function, turning 20 bytes of cryptographic hash /// into 8 bytes of cryptographic hash. pub fn hash64(h: &[u8; 20]) -> u64 { let mut buf = [0; 8]; buf.copy_from_slice(&h[..8]); u64::from_ne_bytes(buf) } /// Read a dense `store_path_hash` array from `narinfo.parquet`, /// returning it as an owned [FixedBytes]. pub fn load_ph_array() -> Result<FixedBytes<20>> { eprint!("… load store_path_hash\r"); // TODO(edef): this could use a further pushdown, since polars is more hindrance than help here // We know this has to fit in memory (we can't mmap it without further encoding constraints), // and we want a single `Vec<[u8; 20]>` of the data. let ph_array = into_fixed_binary_rechunk::<20>( ParquetReader::new(File::open("narinfo.parquet").unwrap()) .with_columns(Some(vec!["store_path_hash".into()])) .set_rechunk(true) .finish()? .column("store_path_hash")? .binary()?, ); u32::try_from(ph_array.len()).expect("dataset exceeds 2^32"); eprintln!("{DONE}"); Ok(ph_array) } /// Iterator over `&[[u8; N]]` from a dense [BinaryChunked]. pub fn as_fixed_binary<const N: usize>( chunked: &BinaryChunked, ) -> impl Iterator<Item = &[[u8; N]]> + DoubleEndedIterator { chunked.downcast_iter().map(|array| { assert_fixed_dense::<N>(array); exact_chunks(array.values()).unwrap() }) } /// Convert a dense [BinaryChunked] into a single chunk as [FixedBytes], /// without taking a reference to the offsets array and validity bitmap. fn into_fixed_binary_rechunk<const N: usize>(chunked: &BinaryChunked) -> FixedBytes<N> { let chunked = chunked.rechunk(); let mut iter = chunked.downcast_iter(); let array = iter.next().unwrap(); assert_fixed_dense::<N>(array); Bytes(array.values().clone()).map(|buf| exact_chunks(buf).unwrap()) } /// Ensures that the supplied Arrow array consists of densely packed bytestrings of length `N`. /// In other words, ensure that it is free of nulls, and that the offsets have a fixed stride of `N`. fn assert_fixed_dense<const N: usize>(array: &BinaryArray<i64>) { let null_count = array.validity().map_or(0, |bits| bits.unset_bits()); if null_count > 0 { panic!("null values present"); } let length_check = array .offsets() .as_slice() .par_windows(2) .all(|w| (w[1] - w[0]) == N as i64); if !length_check { panic!("lengths are inconsistent"); } } fn exact_chunks<const K: usize>(buf: &[u8]) -> Option<&[[u8; K]]> { // SAFETY: We ensure that `buf.len()` is a multiple of K, and there are no alignment requirements. unsafe { let ptr = buf.as_ptr(); let len = buf.len(); if len % K != 0 { return None; } let ptr = ptr as *mut [u8; K]; let len = len / K; Some(slice::from_raw_parts(ptr, len)) } }